{"id":"W2804236422","doi":"10.1097/qai.0000000000001719","title":"Brief Report: Cutaneous Melanoma Risk Among People With HIV in the United States and Canada","year":2018,"lang":"en","type":"article","venue":"JAIDS Journal of Acquired Immune Deficiency Syndromes","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Center for Advancing Translational Sciences; National Institute of Allergy and Infectious Diseases; National Institute on Aging; National Eye Institute; National Institute on Drug Abuse; National Institute on Minority Health and Health Disparities; National Center for Research Resources; National Institute of Mental Health; National Cancer Institute; National Institute on Alcohol Abuse and Alcoholism; Canadian Institutes of Health Research; National Institutes of Health","keywords":"Medicine; Incidence (geometry); Hazard ratio; Population; Cumulative incidence; Confidence interval; Demography; Proportional hazards model; Cohort study; Melanoma; Cohort; Immunosuppression; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008184745,0.0002015656,0.0004680086,0.000494897,0.0002068197,0.00006958099,0.0002144987,0.00005235308,0.00005980703],"category_scores_gemma":[0.0003337172,0.0001224989,0.00007080001,0.0009082126,0.0002406276,0.0001061401,0.00004852489,0.0001858406,0.000003945972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001449935,"about_ca_system_score_gemma":0.000257925,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2066404,"about_ca_topic_score_gemma":0.1576285,"domain_scores_codex":[0.9978985,0.0001407135,0.000749893,0.0002126872,0.00065907,0.0003391267],"domain_scores_gemma":[0.9983652,0.0002223265,0.000634782,0.0003888352,0.0002807755,0.0001080876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001769671,0.0005807919,0.8961311,0.0002275582,0.0006632976,0.07563032,0.009837733,0.0005751004,0.0007604774,0.0001006382,0.008948667,0.00477465],"study_design_scores_gemma":[0.001960802,0.003763253,0.7531133,0.0002873993,0.0003874859,0.2170131,0.01271366,0.001023216,0.0003660976,0.00006510306,0.009030132,0.0002764028],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971583,0.0004202065,0.0001631111,0.001017163,0.0003157858,0.0002846727,0.000006294684,0.0000232583,0.0006111691],"genre_scores_gemma":[0.9982197,0.0004112996,0.0001817028,0.0001731102,0.00005626527,0.000004635181,0.00001189325,0.00002610511,0.0009152814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1430178,"threshold_uncertainty_score":0.8577426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006450263024384934,"score_gpt":0.2161278444595122,"score_spread":0.2096775814351273,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}